Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 3305 |
| Missing cells | 827 |
| Missing cells (%) | 0.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 710.2 KiB |
| Average record size in memory | 220.0 B |
Variable types
| Categorical | 4 |
|---|---|
| Text | 3 |
| Numeric | 20 |
| Boolean | 4 |
councildistrictcode is highly overall correlated with latitude and 1 other fields | High correlation |
propertygfatotal is highly overall correlated with propertygfabuilding_s and 4 other fields | High correlation |
propertygfabuilding_s is highly overall correlated with propertygfatotal and 4 other fields | High correlation |
largestpropertyusetypegfa is highly overall correlated with propertygfatotal and 4 other fields | High correlation |
energystarscore is highly overall correlated with sourceeui_kbtu_sf and 1 other fields | High correlation |
siteeui_kbtu_sf is highly overall correlated with siteeuiwn_kbtu_sf and 5 other fields | High correlation |
siteeuiwn_kbtu_sf is highly overall correlated with siteeui_kbtu_sf and 5 other fields | High correlation |
sourceeui_kbtu_sf is highly overall correlated with energystarscore and 5 other fields | High correlation |
sourceeuiwn_kbtu_sf is highly overall correlated with energystarscore and 5 other fields | High correlation |
siteenergyuse_kbtu is highly overall correlated with propertygfatotal and 8 other fields | High correlation |
siteenergyusewn_kbtu is highly overall correlated with propertygfatotal and 8 other fields | High correlation |
totalghgemissions is highly overall correlated with propertygfatotal and 7 other fields | High correlation |
latitude is highly overall correlated with councildistrictcode and 1 other fields | High correlation |
source_site is highly overall correlated with totalghgemissions and 2 other fields | High correlation |
buildingtype is highly overall correlated with primarypropertytype and 2 other fields | High correlation |
primarypropertytype is highly overall correlated with buildingtype and 2 other fields | High correlation |
neighborhood is highly overall correlated with councildistrictcode and 1 other fields | High correlation |
electricity is highly overall correlated with source_site | High correlation |
naturalgas is highly overall correlated with source_site | High correlation |
defaultdata is highly overall correlated with buildingtype and 2 other fields | High correlation |
compliancestatus is highly overall correlated with buildingtype and 2 other fields | High correlation |
steam is highly imbalanced (76.6%) | Imbalance |
electricity is highly imbalanced (98.7%) | Imbalance |
defaultdata is highly imbalanced (78.9%) | Imbalance |
compliancestatus is highly imbalanced (78.9%) | Imbalance |
energystarscore has 805 (24.4%) missing values | Missing |
totalghgemissions is highly skewed (γ1 = 20.57060096) | Skewed |
siteenergyuse_kbtu has unique values | Unique |
numberofbuildings has 92 (2.8%) zeros | Zeros |
propertygfaparking has 2811 (85.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-03 20:59:35.562448 |
|---|---|
| Analysis finished | 2023-08-03 21:01:11.659226 |
| Duration | 1 minute and 36.1 seconds |
| Software version | ydata-profiling vv4.3.1 |
| Download configuration | config.json |
buildingtype
Categorical
HIGH CORRELATION
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.9 KiB |
| NonResidential | |
|---|---|
| Multifamily LR (1-4) | |
| Multifamily MR (5-9) | |
| Multifamily HR (10+) | 108 |
| Nonresidential COS | 84 |
| Other values (3) | 107 |
Length
| Max length | 20 |
|---|---|
| Median length | 20 |
| Mean length | 17.175794 |
| Min length | 6 |
Characters and Unicode
| Total characters | 56766 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | NonResidential |
|---|---|
| 2nd row | NonResidential |
| 3rd row | NonResidential |
| 4th row | NonResidential |
| 5th row | NonResidential |
Common Values
| Value | Count | Frequency (%) |
| NonResidential | 1432 | |
| Multifamily LR (1-4) | 997 | |
| Multifamily MR (5-9) | 577 | |
| Multifamily HR (10+) | 108 | 3.3% |
| Nonresidential COS | 84 | 2.5% |
| SPS-District K-12 | 83 | 2.5% |
| Campus | 23 | 0.7% |
| Nonresidential WA | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| multifamily | 1682 | |
| nonresidential | 1517 | |
| lr | 997 | |
| 1-4 | 997 | |
| mr | 577 | 8.4% |
| 5-9 | 577 | 8.4% |
| hr | 108 | 1.6% |
| 10 | 108 | 1.6% |
| cos | 84 | 1.2% |
| sps-district | 83 | 1.2% |
| Other values (3) | 107 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6564 | 11.6% |
| l | 4881 | 8.6% |
| 3532 | 6.2% | |
| t | 3365 | 5.9% |
| a | 3222 | 5.7% |
| R | 3114 | 5.5% |
| n | 3034 | 5.3% |
| e | 3034 | 5.3% |
| M | 2259 | 4.0% |
| - | 1740 | 3.1% |
| Other values (30) | 22021 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35805 | |
| Uppercase Letter | 8687 | 15.3% |
| Space Separator | 3532 | 6.2% |
| Decimal Number | 3530 | 6.2% |
| Dash Punctuation | 1740 | 3.1% |
| Open Punctuation | 1682 | 3.0% |
| Close Punctuation | 1682 | 3.0% |
| Math Symbol | 108 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6564 | |
| l | 4881 | |
| t | 3365 | |
| a | 3222 | |
| n | 3034 | |
| e | 3034 | |
| u | 1705 | 4.8% |
| m | 1705 | 4.8% |
| f | 1682 | 4.7% |
| y | 1682 | 4.7% |
| Other values (6) | 4931 |
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 3114 | |
| M | 2259 | |
| N | 1517 | |
| L | 997 | 11.5% |
| S | 250 | 2.9% |
| H | 108 | 1.2% |
| C | 107 | 1.2% |
| O | 84 | 1.0% |
| P | 83 | 1.0% |
| D | 83 | 1.0% |
| Other values (3) | 85 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1188 | |
| 4 | 997 | |
| 5 | 577 | |
| 9 | 577 | |
| 0 | 108 | 3.1% |
| 2 | 83 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 3532 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1740 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1682 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1682 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 108 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 44492 | |
| Common | 12274 | 21.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 6564 | |
| l | 4881 | |
| t | 3365 | 7.6% |
| a | 3222 | 7.2% |
| R | 3114 | 7.0% |
| n | 3034 | 6.8% |
| e | 3034 | 6.8% |
| M | 2259 | 5.1% |
| u | 1705 | 3.8% |
| m | 1705 | 3.8% |
| Other values (19) | 11609 |
Common
| Value | Count | Frequency (%) |
| 3532 | ||
| - | 1740 | |
| ( | 1682 | |
| ) | 1682 | |
| 1 | 1188 | 9.7% |
| 4 | 997 | 8.1% |
| 5 | 577 | 4.7% |
| 9 | 577 | 4.7% |
| 0 | 108 | 0.9% |
| + | 108 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56766 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 6564 | 11.6% |
| l | 4881 | 8.6% |
| 3532 | 6.2% | |
| t | 3365 | 5.9% |
| a | 3222 | 5.7% |
| R | 3114 | 5.5% |
| n | 3034 | 5.3% |
| e | 3034 | 5.3% |
| M | 2259 | 4.0% |
| - | 1740 | 3.1% |
| Other values (30) | 22021 |
primarypropertytype
Categorical
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.9 KiB |
| Low-Rise Multifamily | |
|---|---|
| Mid-Rise Multifamily | |
| Small- and Mid-Sized Office | |
| Other | |
| Warehouse | |
| Other values (19) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 17.229349 |
| Min length | 5 |
Characters and Unicode
| Total characters | 56943 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel |
Common Values
| Value | Count | Frequency (%) |
| Low-Rise Multifamily | 967 | |
| Mid-Rise Multifamily | 560 | |
| Small- and Mid-Sized Office | 288 | 8.7% |
| Other | 250 | 7.6% |
| Warehouse | 187 | 5.7% |
| Large Office | 166 | 5.0% |
| Mixed Use Property | 132 | 4.0% |
| K-12 School | 123 | 3.7% |
| High-Rise Multifamily | 103 | 3.1% |
| Retail Store | 89 | 2.7% |
| Other values (14) | 440 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| multifamily | 1630 | |
| low-rise | 967 | |
| mid-rise | 560 | 8.1% |
| office | 496 | 7.2% |
| small | 288 | 4.2% |
| and | 288 | 4.2% |
| mid-sized | 288 | 4.2% |
| other | 250 | 3.6% |
| warehouse | 199 | 2.9% |
| large | 166 | 2.4% |
| Other values (28) | 1741 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 7480 | 13.1% |
| e | 4468 | 7.8% |
| l | 4342 | 7.6% |
| 3568 | 6.3% | |
| a | 2996 | 5.3% |
| t | 2751 | 4.8% |
| f | 2662 | 4.7% |
| M | 2649 | 4.7% |
| - | 2357 | 4.1% |
| s | 2148 | 3.8% |
| Other values (33) | 21522 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 42241 | |
| Uppercase Letter | 8491 | 14.9% |
| Space Separator | 3568 | 6.3% |
| Dash Punctuation | 2357 | 4.1% |
| Decimal Number | 246 | 0.4% |
| Other Punctuation | 40 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 7480 | |
| e | 4468 | |
| l | 4342 | |
| a | 2996 | 7.1% |
| t | 2751 | 6.5% |
| f | 2662 | 6.3% |
| s | 2148 | 5.1% |
| o | 2057 | 4.9% |
| m | 2048 | 4.8% |
| u | 1979 | 4.7% |
| Other values (14) | 9310 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2649 | |
| R | 1766 | |
| L | 1143 | |
| S | 969 | 11.4% |
| O | 746 | 8.8% |
| W | 266 | 3.1% |
| H | 212 | 2.5% |
| U | 154 | 1.8% |
| C | 143 | 1.7% |
| P | 132 | 1.6% |
| Other values (4) | 311 | 3.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 123 | |
| 2 | 123 |
Space Separator
| Value | Count | Frequency (%) |
| 3568 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2357 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 40 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50732 | |
| Common | 6211 | 10.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 7480 | |
| e | 4468 | 8.8% |
| l | 4342 | 8.6% |
| a | 2996 | 5.9% |
| t | 2751 | 5.4% |
| f | 2662 | 5.2% |
| M | 2649 | 5.2% |
| s | 2148 | 4.2% |
| o | 2057 | 4.1% |
| m | 2048 | 4.0% |
| Other values (28) | 17131 |
Common
| Value | Count | Frequency (%) |
| 3568 | ||
| - | 2357 | |
| 1 | 123 | 2.0% |
| 2 | 123 | 2.0% |
| / | 40 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 56943 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 7480 | 13.1% |
| e | 4468 | 7.8% |
| l | 4342 | 7.6% |
| 3568 | 6.3% | |
| a | 2996 | 5.3% |
| t | 2751 | 4.8% |
| f | 2662 | 4.7% |
| M | 2649 | 4.7% |
| - | 2357 | 4.1% |
| s | 2148 | 3.8% |
| Other values (33) | 21522 |
| Distinct | 3202 |
|---|---|
| Distinct (%) | 96.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.9 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 10 |
| Mean length | 10.005144 |
| Min length | 9 |
Characters and Unicode
| Total characters | 33067 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3126 ? |
|---|---|
| Unique (%) | 94.6% |
Sample
| 1st row | 0659000030 |
|---|---|
| 2nd row | 0659000220 |
| 3rd row | 0659000475 |
| 4th row | 0659000640 |
| 5th row | 0659000970 |
| Value | Count | Frequency (%) |
| 0002400002 | 5 | 0.2% |
| 0925049346 | 5 | 0.2% |
| 3224049012 | 5 | 0.2% |
| 1625049001 | 5 | 0.2% |
| 3624039009 | 4 | 0.1% |
| 7666203240 | 4 | 0.1% |
| 3224049007 | 3 | 0.1% |
| 8809700040 | 3 | 0.1% |
| 0164000222 | 3 | 0.1% |
| 7954000005 | 3 | 0.1% |
| Other values (3193) | 3267 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11105 | |
| 2 | 3099 | 9.4% |
| 5 | 2883 | 8.7% |
| 6 | 2663 | 8.1% |
| 1 | 2627 | 7.9% |
| 9 | 2337 | 7.1% |
| 7 | 2325 | 7.0% |
| 4 | 2122 | 6.4% |
| 3 | 2023 | 6.1% |
| 8 | 1876 | 5.7% |
| Other values (5) | 7 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 33060 | |
| Lowercase Letter | 3 | < 0.1% |
| Space Separator | 2 | < 0.1% |
| Dash Punctuation | 2 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11105 | |
| 2 | 3099 | 9.4% |
| 5 | 2883 | 8.7% |
| 6 | 2663 | 8.1% |
| 1 | 2627 | 7.9% |
| 9 | 2337 | 7.1% |
| 7 | 2325 | 7.0% |
| 4 | 2122 | 6.4% |
| 3 | 2023 | 6.1% |
| 8 | 1876 | 5.7% |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1 | |
| n | 1 | |
| d | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 33064 | |
| Latin | 3 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11105 | |
| 2 | 3099 | 9.4% |
| 5 | 2883 | 8.7% |
| 6 | 2663 | 8.1% |
| 1 | 2627 | 7.9% |
| 9 | 2337 | 7.1% |
| 7 | 2325 | 7.0% |
| 4 | 2122 | 6.4% |
| 3 | 2023 | 6.1% |
| 8 | 1876 | 5.7% |
| Other values (2) | 4 | < 0.1% |
Latin
| Value | Count | Frequency (%) |
| a | 1 | |
| n | 1 | |
| d | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33067 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11105 | |
| 2 | 3099 | 9.4% |
| 5 | 2883 | 8.7% |
| 6 | 2663 | 8.1% |
| 1 | 2627 | 7.9% |
| 9 | 2337 | 7.1% |
| 7 | 2325 | 7.0% |
| 4 | 2122 | 6.4% |
| 3 | 2023 | 6.1% |
| 8 | 1876 | 5.7% |
| Other values (5) | 7 | < 0.1% |
councildistrictcode
Real number (ℝ)
HIGH CORRELATION
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4417549 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.1181104 |
|---|---|
| Coefficient of variation (CV) | 0.47686341 |
| Kurtosis | -1.4458649 |
| Mean | 4.4417549 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.06926434 |
| Sum | 14680 |
| Variance | 4.4863916 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 7 | 1015 | |
| 3 | 585 | |
| 2 | 502 | |
| 4 | 357 | 10.8% |
| 5 | 333 | 10.1% |
| 1 | 271 | 8.2% |
| 6 | 242 | 7.3% |
| Value | Count | Frequency (%) |
| 1 | 271 | 8.2% |
| 2 | 502 | |
| 3 | 585 | |
| 4 | 357 | 10.8% |
| 5 | 333 | 10.1% |
| 6 | 242 | 7.3% |
| 7 | 1015 |
| Value | Count | Frequency (%) |
| 7 | 1015 | |
| 6 | 242 | 7.3% |
| 5 | 333 | 10.1% |
| 4 | 357 | 10.8% |
| 3 | 585 | |
| 2 | 502 | |
| 1 | 271 | 8.2% |
neighborhood
Categorical
HIGH CORRELATION
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.9 KiB |
| DOWNTOWN | |
|---|---|
| EAST | |
| MAGNOLIA / QUEEN ANNE | |
| GREATER DUWAMISH | |
| NORTHEAST | |
| Other values (8) |
Length
| Max length | 21 |
|---|---|
| Median length | 10 |
| Mean length | 10.118306 |
| Min length | 4 |
Characters and Unicode
| Total characters | 33441 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DOWNTOWN |
|---|---|
| 2nd row | DOWNTOWN |
| 3rd row | DOWNTOWN |
| 4th row | DOWNTOWN |
| 5th row | DOWNTOWN |
Common Values
| Value | Count | Frequency (%) |
| DOWNTOWN | 557 | |
| EAST | 448 | |
| MAGNOLIA / QUEEN ANNE | 415 | |
| GREATER DUWAMISH | 371 | |
| NORTHEAST | 270 | |
| LAKE UNION | 250 | |
| NORTHWEST | 218 | 6.6% |
| NORTH | 183 | 5.5% |
| SOUTHWEST | 156 | 4.7% |
| BALLARD | 131 | 4.0% |
| Other values (3) | 306 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| downtown | 557 | |
| east | 448 | 8.7% |
| magnolia | 415 | 8.0% |
| 415 | 8.0% | |
| queen | 415 | 8.0% |
| anne | 415 | 8.0% |
| greater | 371 | 7.2% |
| duwamish | 371 | 7.2% |
| northeast | 270 | 5.2% |
| union | 250 | 4.8% |
| Other values (8) | 1244 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 4073 | |
| E | 3719 | |
| A | 3439 | |
| T | 3163 | |
| O | 2700 | 8.1% |
| 1866 | 5.6% | |
| W | 1859 | 5.6% |
| S | 1807 | 5.4% |
| R | 1756 | 5.3% |
| H | 1292 | 3.9% |
| Other values (11) | 7767 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 31160 | |
| Space Separator | 1866 | 5.6% |
| Other Punctuation | 415 | 1.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 4073 | |
| E | 3719 | |
| A | 3439 | |
| T | 3163 | |
| O | 2700 | |
| W | 1859 | 6.0% |
| S | 1807 | 5.8% |
| R | 1756 | 5.6% |
| H | 1292 | 4.1% |
| U | 1286 | 4.1% |
| Other values (9) | 6066 |
Space Separator
| Value | Count | Frequency (%) |
| 1866 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 415 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31160 | |
| Common | 2281 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 4073 | |
| E | 3719 | |
| A | 3439 | |
| T | 3163 | |
| O | 2700 | |
| W | 1859 | 6.0% |
| S | 1807 | 5.8% |
| R | 1756 | 5.6% |
| H | 1292 | 4.1% |
| U | 1286 | 4.1% |
| Other values (9) | 6066 |
Common
| Value | Count | Frequency (%) |
| 1866 | ||
| / | 415 | 18.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33441 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 4073 | |
| E | 3719 | |
| A | 3439 | |
| T | 3163 | |
| O | 2700 | 8.1% |
| 1866 | 5.6% | |
| W | 1859 | 5.6% |
| S | 1807 | 5.4% |
| R | 1756 | 5.3% |
| H | 1292 | 3.9% |
| Other values (11) | 7767 |
numberofbuildings
Real number (ℝ)
ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0738275 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 92 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.93200851 |
|---|---|
| Coefficient of variation (CV) | 0.86793128 |
| Kurtosis | 331.84503 |
| Mean | 1.0738275 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.609197 |
| Sum | 3549 |
| Variance | 0.86863986 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 1 | 3116 | |
| 0 | 92 | 2.8% |
| 2 | 35 | 1.1% |
| 3 | 22 | 0.7% |
| 4 | 12 | 0.4% |
| 5 | 9 | 0.3% |
| 6 | 5 | 0.2% |
| 8 | 3 | 0.1% |
| 14 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| Other values (6) | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 92 | 2.8% |
| 1 | 3116 | |
| 2 | 35 | 1.1% |
| 3 | 22 | 0.7% |
| 4 | 12 | 0.4% |
| 5 | 9 | 0.3% |
| 6 | 5 | 0.2% |
| 7 | 1 | < 0.1% |
| 8 | 3 | 0.1% |
| 9 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 2 | 0.1% |
| 9 | 2 | 0.1% |
| 8 | 3 | |
| 7 | 1 | < 0.1% |
| 6 | 5 |
numberoffloors
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7113464 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 15 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 12 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.4838146 |
|---|---|
| Coefficient of variation (CV) | 1.1639591 |
| Kurtosis | 57.020294 |
| Mean | 4.7113464 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.9725175 |
| Sum | 15571 |
| Variance | 30.072223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4 | 676 | |
| 3 | 676 | |
| 1 | 455 | |
| 2 | 427 | |
| 6 | 302 | |
| 5 | 293 | |
| 7 | 145 | 4.4% |
| 8 | 63 | 1.9% |
| 10 | 32 | 1.0% |
| 11 | 32 | 1.0% |
| Other values (40) | 204 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.5% |
| 1 | 455 | |
| 2 | 427 | |
| 3 | 676 | |
| 4 | 676 | |
| 5 | 293 | |
| 6 | 302 | |
| 7 | 145 | 4.4% |
| 8 | 63 | 1.9% |
| 9 | 18 | 0.5% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 76 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 47 | 1 | < 0.1% |
| 46 | 1 | < 0.1% |
| 42 | 6 | |
| 41 | 2 | 0.1% |
propertygfatotal
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3132 |
|---|---|
| Distinct (%) | 94.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 91949.278 |
| Minimum | 11285 |
|---|---|
| Maximum | 2200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 11285 |
|---|---|
| 5-th percentile | 21295.2 |
| Q1 | 28425 |
| median | 44100 |
| Q3 | 90959 |
| 95-th percentile | 319351.8 |
| Maximum | 2200000 |
| Range | 2188715 |
| Interquartile range (IQR) | 62534 |
Descriptive statistics
| Standard deviation | 149802.09 |
|---|---|
| Coefficient of variation (CV) | 1.6291818 |
| Kurtosis | 50.645139 |
| Mean | 91949.278 |
| Median Absolute Deviation (MAD) | 19733 |
| Skewness | 5.9540224 |
| Sum | 3.0389236 × 108 |
| Variance | 2.2440666 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36000 | 9 | 0.3% |
| 25920 | 8 | 0.2% |
| 28800 | 7 | 0.2% |
| 21600 | 7 | 0.2% |
| 24000 | 6 | 0.2% |
| 30720 | 4 | 0.1% |
| 22320 | 4 | 0.1% |
| 30240 | 4 | 0.1% |
| 22344 | 3 | 0.1% |
| 90000 | 3 | 0.1% |
| Other values (3122) | 3250 |
| Value | Count | Frequency (%) |
| 11285 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12294 | 1 | |
| 12769 | 1 | |
| 13157 | 1 | |
| 13661 | 1 | |
| 14101 | 1 | |
| 15398 | 1 | |
| 16000 | 1 |
| Value | Count | Frequency (%) |
| 2200000 | 1 | |
| 1952220 | 1 | |
| 1765970 | 1 | |
| 1605578 | 1 | |
| 1592914 | 1 | |
| 1585960 | 1 | |
| 1536606 | 1 | |
| 1400000 | 1 | |
| 1380959 | 1 | |
| 1354987 | 1 |
propertygfaparking
Real number (ℝ)
ZEROS
| Distinct | 486 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8025.9144 |
| Minimum | 0 |
|---|---|
| Maximum | 512608 |
| Zeros | 2811 |
| Zeros (%) | 85.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 46002.2 |
| Maximum | 512608 |
| Range | 512608 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 32511.754 |
|---|---|
| Coefficient of variation (CV) | 4.0508474 |
| Kurtosis | 58.793266 |
| Mean | 8025.9144 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.6534824 |
| Sum | 26525647 |
| Variance | 1.0570142 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2811 | |
| 13320 | 3 | 0.1% |
| 22000 | 2 | 0.1% |
| 12960 | 2 | 0.1% |
| 25800 | 2 | 0.1% |
| 30000 | 2 | 0.1% |
| 100176 | 2 | 0.1% |
| 10800 | 2 | 0.1% |
| 20416 | 2 | 0.1% |
| 15576 | 1 | < 0.1% |
| Other values (476) | 476 | 14.4% |
| Value | Count | Frequency (%) |
| 0 | 2811 | |
| 38 | 1 | < 0.1% |
| 260 | 1 | < 0.1% |
| 415 | 1 | < 0.1% |
| 604 | 1 | < 0.1% |
| 756 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 919 | 1 | < 0.1% |
| 1263 | 1 | < 0.1% |
| 1392 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 512608 | 1 | |
| 407795 | 1 | |
| 389860 | 1 | |
| 368980 | 1 | |
| 335109 | 1 | |
| 327680 | 1 | |
| 319400 | 1 | |
| 303707 | 1 | |
| 285688 | 1 | |
| 285000 | 1 |
propertygfabuilding_s
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3129 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83923.363 |
| Minimum | 3636 |
|---|---|
| Maximum | 2200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 3636 |
|---|---|
| 5-th percentile | 21024.8 |
| Q1 | 27680 |
| median | 43162 |
| Q3 | 84385 |
| 95-th percentile | 281403.6 |
| Maximum | 2200000 |
| Range | 2196364 |
| Interquartile range (IQR) | 56705 |
Descriptive statistics
| Standard deviation | 132993.88 |
|---|---|
| Coefficient of variation (CV) | 1.5847063 |
| Kurtosis | 58.306551 |
| Mean | 83923.363 |
| Median Absolute Deviation (MAD) | 18938 |
| Skewness | 6.2735082 |
| Sum | 2.7736672 × 108 |
| Variance | 1.7687373 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 36000 | 9 | 0.3% |
| 25920 | 8 | 0.2% |
| 21600 | 7 | 0.2% |
| 28800 | 7 | 0.2% |
| 24000 | 6 | 0.2% |
| 30240 | 4 | 0.1% |
| 30720 | 4 | 0.1% |
| 22320 | 4 | 0.1% |
| 20000 | 3 | 0.1% |
| 25380 | 3 | 0.1% |
| Other values (3119) | 3250 |
| Value | Count | Frequency (%) |
| 3636 | 1 | |
| 10925 | 1 | |
| 11285 | 1 | |
| 11440 | 1 | |
| 11685 | 1 | |
| 11968 | 1 | |
| 12294 | 1 | |
| 12769 | 1 | |
| 12806 | 1 | |
| 13157 | 1 |
| Value | Count | Frequency (%) |
| 2200000 | 1 | |
| 1765970 | 1 | |
| 1632820 | 1 | |
| 1592914 | 1 | |
| 1380959 | 1 | |
| 1323055 | 1 | |
| 1258280 | 1 | |
| 1215718 | 1 | |
| 1195387 | 1 | |
| 1172127 | 1 |
| Distinct | 461 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.9 KiB |
Length
| Max length | 255 |
|---|---|
| Median length | 162 |
| Mean length | 26.048109 |
| Min length | 5 |
Characters and Unicode
| Total characters | 86089 |
|---|---|
| Distinct characters | 52 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 309 ? |
|---|---|
| Unique (%) | 9.3% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel, Parking, Restaurant |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel, Parking, Swimming Pool |
| Value | Count | Frequency (%) |
| multifamily | 1687 | |
| housing | 1687 | |
| parking | 1073 | |
| office | 947 | |
| store | 466 | 4.8% |
| other | 413 | 4.2% |
| retail | 398 | 4.1% |
| warehouse | 277 | 2.8% |
| non-refrigerated | 260 | 2.7% |
| 179 | 1.8% | |
| Other values (96) | 2362 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9245 | 10.7% |
| 6444 | 7.5% | |
| e | 5620 | 6.5% |
| a | 5186 | 6.0% |
| t | 4880 | 5.7% |
| l | 4877 | 5.7% |
| u | 4213 | 4.9% |
| r | 4199 | 4.9% |
| n | 4123 | 4.8% |
| o | 3936 | 4.6% |
| Other values (42) | 33366 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65473 | |
| Uppercase Letter | 10200 | 11.8% |
| Space Separator | 6444 | 7.5% |
| Other Punctuation | 3020 | 3.5% |
| Dash Punctuation | 614 | 0.7% |
| Decimal Number | 262 | 0.3% |
| Open Punctuation | 38 | < 0.1% |
| Close Punctuation | 38 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9245 | |
| e | 5620 | 8.6% |
| a | 5186 | 7.9% |
| t | 4880 | 7.5% |
| l | 4877 | 7.4% |
| u | 4213 | 6.4% |
| r | 4199 | 6.4% |
| n | 4123 | 6.3% |
| o | 3936 | 6.0% |
| f | 3924 | 6.0% |
| Other values (12) | 15270 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1887 | |
| M | 1836 | |
| O | 1382 | |
| P | 1221 | |
| S | 1007 | |
| R | 952 | |
| W | 351 | 3.4% |
| C | 335 | 3.3% |
| N | 266 | 2.6% |
| F | 219 | 2.1% |
| Other values (11) | 744 | 7.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2650 | |
| / | 358 | 11.9% |
| & | 12 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 131 | |
| 2 | 131 |
Space Separator
| Value | Count | Frequency (%) |
| 6444 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 614 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 38 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 38 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 75673 | |
| Common | 10416 | 12.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9245 | 12.2% |
| e | 5620 | 7.4% |
| a | 5186 | 6.9% |
| t | 4880 | 6.4% |
| l | 4877 | 6.4% |
| u | 4213 | 5.6% |
| r | 4199 | 5.5% |
| n | 4123 | 5.4% |
| o | 3936 | 5.2% |
| f | 3924 | 5.2% |
| Other values (33) | 25470 |
Common
| Value | Count | Frequency (%) |
| 6444 | ||
| , | 2650 | |
| - | 614 | 5.9% |
| / | 358 | 3.4% |
| 1 | 131 | 1.3% |
| 2 | 131 | 1.3% |
| ( | 38 | 0.4% |
| ) | 38 | 0.4% |
| & | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86089 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9245 | 10.7% |
| 6444 | 7.5% | |
| e | 5620 | 6.5% |
| a | 5186 | 6.0% |
| t | 4880 | 5.7% |
| l | 4877 | 5.7% |
| u | 4213 | 4.9% |
| r | 4199 | 4.9% |
| n | 4123 | 4.8% |
| o | 3936 | 4.6% |
| Other values (42) | 33366 |
| Distinct | 55 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 11 |
| Missing (%) | 0.3% |
| Memory size | 25.9 KiB |
Length
| Max length | 52 |
|---|---|
| Median length | 19 |
| Mean length | 16.317851 |
| Min length | 5 |
Characters and Unicode
| Total characters | 53751 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Hotel |
|---|---|
| 2nd row | Hotel |
| 3rd row | Hotel |
| 4th row | Hotel |
| 5th row | Hotel |
| Value | Count | Frequency (%) |
| multifamily | 1648 | |
| housing | 1648 | |
| office | 532 | 8.8% |
| warehouse | 211 | 3.5% |
| non-refrigerated | 199 | 3.3% |
| other | 174 | 2.9% |
| store | 138 | 2.3% |
| k-12 | 123 | 2.0% |
| school | 123 | 2.0% |
| retail | 97 | 1.6% |
| Other values (78) | 1153 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6735 | 12.5% |
| l | 4063 | 7.6% |
| u | 3755 | 7.0% |
| t | 3056 | 5.7% |
| o | 3007 | 5.6% |
| e | 2998 | 5.6% |
| f | 2964 | 5.5% |
| a | 2774 | 5.2% |
| 2752 | 5.1% | |
| n | 2364 | 4.4% |
| Other values (41) | 19283 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43755 | |
| Uppercase Letter | 6343 | 11.8% |
| Space Separator | 2752 | 5.1% |
| Dash Punctuation | 428 | 0.8% |
| Decimal Number | 246 | 0.5% |
| Other Punctuation | 193 | 0.4% |
| Open Punctuation | 17 | < 0.1% |
| Close Punctuation | 17 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6735 | |
| l | 4063 | |
| u | 3755 | 8.6% |
| t | 3056 | 7.0% |
| o | 3007 | 6.9% |
| e | 2998 | 6.9% |
| f | 2964 | 6.8% |
| a | 2774 | 6.3% |
| n | 2364 | 5.4% |
| s | 2164 | 4.9% |
| Other values (11) | 9875 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 1778 | |
| M | 1733 | |
| O | 718 | |
| S | 458 | 7.2% |
| R | 390 | 6.1% |
| W | 279 | 4.4% |
| N | 199 | 3.1% |
| C | 195 | 3.1% |
| K | 123 | 1.9% |
| F | 107 | 1.7% |
| Other values (11) | 363 | 5.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 163 | |
| , | 20 | 10.4% |
| & | 10 | 5.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 123 | |
| 1 | 123 |
Space Separator
| Value | Count | Frequency (%) |
| 2752 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 428 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 17 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 17 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 50098 | |
| Common | 3653 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 6735 | |
| l | 4063 | 8.1% |
| u | 3755 | 7.5% |
| t | 3056 | 6.1% |
| o | 3007 | 6.0% |
| e | 2998 | 6.0% |
| f | 2964 | 5.9% |
| a | 2774 | 5.5% |
| n | 2364 | 4.7% |
| s | 2164 | 4.3% |
| Other values (32) | 16218 |
Common
| Value | Count | Frequency (%) |
| 2752 | ||
| - | 428 | 11.7% |
| / | 163 | 4.5% |
| 2 | 123 | 3.4% |
| 1 | 123 | 3.4% |
| , | 20 | 0.5% |
| ( | 17 | 0.5% |
| ) | 17 | 0.5% |
| & | 10 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53751 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 6735 | 12.5% |
| l | 4063 | 7.6% |
| u | 3755 | 7.0% |
| t | 3056 | 5.7% |
| o | 3007 | 5.6% |
| e | 2998 | 5.6% |
| f | 2964 | 5.5% |
| a | 2774 | 5.2% |
| 2752 | 5.1% | |
| n | 2364 | 4.4% |
| Other values (41) | 19283 |
largestpropertyusetypegfa
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3068 |
|---|---|
| Distinct (%) | 93.1% |
| Missing | 11 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76167.648 |
| Minimum | 5656 |
|---|---|
| Maximum | 1719643 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 5656 |
|---|---|
| 5-th percentile | 17509.1 |
| Q1 | 25097 |
| median | 39828 |
| Q3 | 75595 |
| 95-th percentile | 242873.05 |
| Maximum | 1719643 |
| Range | 1713987 |
| Interquartile range (IQR) | 50498 |
Descriptive statistics
| Standard deviation | 122950.07 |
|---|---|
| Coefficient of variation (CV) | 1.6142033 |
| Kurtosis | 55.898439 |
| Mean | 76167.648 |
| Median Absolute Deviation (MAD) | 17485.5 |
| Skewness | 6.2758764 |
| Sum | 2.5089623 × 108 |
| Variance | 1.511672 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24000 | 9 | 0.3% |
| 22000 | 8 | 0.2% |
| 30000 | 7 | 0.2% |
| 21600 | 7 | 0.2% |
| 20000 | 7 | 0.2% |
| 24288 | 5 | 0.2% |
| 15000 | 5 | 0.2% |
| 36000 | 5 | 0.2% |
| 28800 | 5 | 0.2% |
| 45000 | 5 | 0.2% |
| Other values (3058) | 3231 | |
| (Missing) | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 5656 | 1 | |
| 6455 | 1 | |
| 6601 | 1 | |
| 6900 | 1 | |
| 7245 | 1 | |
| 7387 | 1 | |
| 7501 | 1 | |
| 7583 | 1 | |
| 7758 | 1 | |
| 8061 | 1 |
| Value | Count | Frequency (%) |
| 1719643 | 1 | |
| 1680937 | 1 | |
| 1639334 | 1 | |
| 1585960 | 1 | |
| 1350182 | 1 | |
| 1314475 | 1 | |
| 1191115 | 1 | |
| 1172127 | 1 | |
| 1011135 | 1 | |
| 1010135 | 1 |
energystarscore
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 805 |
| Missing (%) | 24.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 67.7996 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 53 |
| median | 75 |
| Q3 | 90 |
| 95-th percentile | 99 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 26.73291 |
|---|---|
| Coefficient of variation (CV) | 0.39429304 |
| Kurtosis | -0.22628938 |
| Mean | 67.7996 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | -0.85454738 |
| Sum | 169499 |
| Variance | 714.6485 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 92 | 2.8% |
| 98 | 72 | 2.2% |
| 96 | 64 | 1.9% |
| 89 | 58 | 1.8% |
| 93 | 56 | 1.7% |
| 92 | 53 | 1.6% |
| 95 | 51 | 1.5% |
| 94 | 49 | 1.5% |
| 91 | 49 | 1.5% |
| 99 | 48 | 1.5% |
| Other values (90) | 1908 | |
| (Missing) | 805 |
| Value | Count | Frequency (%) |
| 1 | 33 | |
| 2 | 10 | 0.3% |
| 3 | 13 | 0.4% |
| 4 | 5 | 0.2% |
| 5 | 8 | 0.2% |
| 6 | 8 | 0.2% |
| 7 | 10 | 0.3% |
| 8 | 10 | 0.3% |
| 9 | 5 | 0.2% |
| 10 | 10 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 92 | |
| 99 | 48 | |
| 98 | 72 | |
| 97 | 48 | |
| 96 | 64 | |
| 95 | 51 | |
| 94 | 49 | |
| 93 | 56 | |
| 92 | 53 | |
| 91 | 49 |
siteeui_kbtu_sf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1064 |
|---|---|
| Distinct (%) | 32.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.937761 |
| Minimum | 1.4 |
|---|---|
| Maximum | 834.40002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 1.4 |
|---|---|
| 5-th percentile | 18.799999 |
| Q1 | 28.200001 |
| median | 38.799999 |
| Q3 | 60.400002 |
| 95-th percentile | 144.5 |
| Maximum | 834.40002 |
| Range | 833.00002 |
| Interquartile range (IQR) | 32.200001 |
Descriptive statistics
| Standard deviation | 55.91784 |
|---|---|
| Coefficient of variation (CV) | 1.0178398 |
| Kurtosis | 41.5498 |
| Mean | 54.937761 |
| Median Absolute Deviation (MAD) | 13.4 |
| Skewness | 5.0936536 |
| Sum | 181569.3 |
| Variance | 3126.8048 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 28.79999924 | 17 | 0.5% |
| 24.70000076 | 17 | 0.5% |
| 24.20000076 | 16 | 0.5% |
| 32 | 15 | 0.5% |
| 28.89999962 | 14 | 0.4% |
| 26.39999962 | 14 | 0.4% |
| 31.70000076 | 14 | 0.4% |
| 26.60000038 | 13 | 0.4% |
| 30.60000038 | 13 | 0.4% |
| 29.60000038 | 13 | 0.4% |
| Other values (1054) | 3159 |
| Value | Count | Frequency (%) |
| 1.399999976 | 1 | |
| 2.099999905 | 1 | |
| 2.299999952 | 1 | |
| 3 | 1 | |
| 3.200000048 | 1 | |
| 3.5 | 2 | |
| 3.599999905 | 2 | |
| 3.799999952 | 1 | |
| 4.300000191 | 1 | |
| 4.400000095 | 1 |
| Value | Count | Frequency (%) |
| 834.4000244 | 1 | |
| 707.2999878 | 1 | |
| 696.7000122 | 1 | |
| 694.7000122 | 1 | |
| 639.7000122 | 1 | |
| 593.5999756 | 1 | |
| 465.5 | 1 | |
| 456.6000061 | 1 | |
| 438.2000122 | 1 | |
| 412.7000122 | 1 |
siteeuiwn_kbtu_sf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1085 |
|---|---|
| Distinct (%) | 32.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.559032 |
| Minimum | 1.5 |
|---|---|
| Maximum | 834.40002 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 1.5 |
|---|---|
| 5-th percentile | 19.9 |
| Q1 | 29.799999 |
| median | 41.299999 |
| Q3 | 64.5 |
| 95-th percentile | 148.88 |
| Maximum | 834.40002 |
| Range | 832.90002 |
| Interquartile range (IQR) | 34.700001 |
Descriptive statistics
| Standard deviation | 56.813729 |
|---|---|
| Coefficient of variation (CV) | 0.98705151 |
| Kurtosis | 39.016442 |
| Mean | 57.559032 |
| Median Absolute Deviation (MAD) | 14.199999 |
| Skewness | 4.9354793 |
| Sum | 190232.6 |
| Variance | 3227.7998 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.5 | 17 | 0.5% |
| 30.79999924 | 15 | 0.5% |
| 31.60000038 | 14 | 0.4% |
| 29 | 14 | 0.4% |
| 27.89999962 | 14 | 0.4% |
| 32.20000076 | 14 | 0.4% |
| 30.20000076 | 14 | 0.4% |
| 31.39999962 | 13 | 0.4% |
| 33.59999847 | 13 | 0.4% |
| 28.10000038 | 13 | 0.4% |
| Other values (1075) | 3164 |
| Value | Count | Frequency (%) |
| 1.5 | 1 | |
| 2.099999905 | 1 | |
| 2.299999952 | 1 | |
| 3 | 1 | |
| 3.200000048 | 1 | |
| 3.5 | 1 | |
| 3.599999905 | 2 | |
| 4 | 1 | |
| 4.300000191 | 2 | |
| 4.599999905 | 1 |
| Value | Count | Frequency (%) |
| 834.4000244 | 1 | |
| 707.2999878 | 1 | |
| 694.7000122 | 1 | |
| 693.0999756 | 1 | |
| 639.7999878 | 1 | |
| 593.5999756 | 1 | |
| 468.7000122 | 1 | |
| 467 | 1 | |
| 460.1000061 | 1 | |
| 426.6000061 | 1 |
sourceeui_kbtu_sf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1620 |
|---|---|
| Distinct (%) | 49.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 134.72669 |
| Minimum | 0 |
|---|---|
| Maximum | 2620 |
| Zeros | 6 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 43.760001 |
| Q1 | 75.300003 |
| median | 96.599998 |
| Q3 | 143.89999 |
| 95-th percentile | 350.03999 |
| Maximum | 2620 |
| Range | 2620 |
| Interquartile range (IQR) | 68.599991 |
Descriptive statistics
| Standard deviation | 137.7924 |
|---|---|
| Coefficient of variation (CV) | 1.022755 |
| Kurtosis | 81.860617 |
| Mean | 134.72669 |
| Median Absolute Deviation (MAD) | 27.400002 |
| Skewness | 6.7843796 |
| Sum | 445271.7 |
| Variance | 18986.745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68.09999847 | 9 | 0.3% |
| 83.69999695 | 9 | 0.3% |
| 90.5 | 8 | 0.2% |
| 73.09999847 | 8 | 0.2% |
| 94.09999847 | 8 | 0.2% |
| 69.69999695 | 8 | 0.2% |
| 78.59999847 | 8 | 0.2% |
| 87.69999695 | 8 | 0.2% |
| 91.5 | 7 | 0.2% |
| 98 | 7 | 0.2% |
| Other values (1610) | 3225 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 2 | 1 | < 0.1% |
| 4.5 | 1 | < 0.1% |
| 6.599999905 | 2 | 0.1% |
| 6.900000095 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 9.899999619 | 1 | < 0.1% |
| 10.19999981 | 1 | < 0.1% |
| 11.10000038 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2620 | 1 | |
| 2217.800049 | 1 | |
| 2181.300049 | 1 | |
| 2007.900024 | 1 | |
| 1527.300049 | 1 | |
| 1206.699951 | 1 | |
| 1150.300049 | 1 | |
| 1026.599976 | 1 | |
| 962.0999756 | 1 | |
| 912.7999878 | 1 |
sourceeuiwn_kbtu_sf
Real number (ℝ)
HIGH CORRELATION
| Distinct | 1670 |
|---|---|
| Distinct (%) | 50.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.99195 |
| Minimum | -2.0999999 |
|---|---|
| Maximum | 2620 |
| Zeros | 6 |
| Zeros (%) | 0.2% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | -2.0999999 |
|---|---|
| 5-th percentile | 46.940001 |
| Q1 | 79.300003 |
| median | 101.9 |
| Q3 | 149.10001 |
| 95-th percentile | 351.16001 |
| Maximum | 2620 |
| Range | 2622.1 |
| Interquartile range (IQR) | 69.800003 |
Descriptive statistics
| Standard deviation | 137.54754 |
|---|---|
| Coefficient of variation (CV) | 0.98960796 |
| Kurtosis | 81.664111 |
| Mean | 138.99195 |
| Median Absolute Deviation (MAD) | 28.300003 |
| Skewness | 6.7633706 |
| Sum | 459368.4 |
| Variance | 18919.326 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 87.30000305 | 9 | 0.3% |
| 73.59999847 | 9 | 0.3% |
| 93.59999847 | 8 | 0.2% |
| 75.5 | 8 | 0.2% |
| 83.5 | 8 | 0.2% |
| 104.5999985 | 8 | 0.2% |
| 102.4000015 | 8 | 0.2% |
| 84.90000153 | 8 | 0.2% |
| 98.90000153 | 8 | 0.2% |
| 93.40000153 | 7 | 0.2% |
| Other values (1660) | 3224 |
| Value | Count | Frequency (%) |
| -2.099999905 | 1 | < 0.1% |
| 0 | 6 | |
| 4.599999905 | 1 | < 0.1% |
| 6.599999905 | 1 | < 0.1% |
| 6.900000095 | 1 | < 0.1% |
| 7.400000095 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 10.30000019 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2620 | 1 | |
| 2217.800049 | 1 | |
| 2181.300049 | 1 | |
| 2008 | 1 | |
| 1527.300049 | 1 | |
| 1195.099976 | 1 | |
| 1138.400024 | 1 | |
| 1001 | 1 | |
| 954 | 1 | |
| 919.2999878 | 1 |
siteenergyuse_kbtu
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 3305 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5159151.5 |
| Minimum | 57133.199 |
|---|---|
| Maximum | 4.4838531 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 57133.199 |
|---|---|
| 5-th percentile | 520818.77 |
| Q1 | 942415.19 |
| median | 1815371.2 |
| Q3 | 4217623 |
| 95-th percentile | 17843800 |
| Maximum | 4.4838531 × 108 |
| Range | 4.4832818 × 108 |
| Interquartile range (IQR) | 3275207.8 |
Descriptive statistics
| Standard deviation | 15686664 |
|---|---|
| Coefficient of variation (CV) | 3.0405512 |
| Kurtosis | 314.23587 |
| Mean | 5159151.5 |
| Median Absolute Deviation (MAD) | 1067376.4 |
| Skewness | 14.883606 |
| Sum | 1.7050996 × 1010 |
| Variance | 2.4607143 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7226362.5 | 1 | < 0.1% |
| 8163413 | 1 | < 0.1% |
| 488991.5 | 1 | < 0.1% |
| 1206165.75 | 1 | < 0.1% |
| 1302192.875 | 1 | < 0.1% |
| 150167.7969 | 1 | < 0.1% |
| 1386445.375 | 1 | < 0.1% |
| 1331469.75 | 1 | < 0.1% |
| 421389.4063 | 1 | < 0.1% |
| 12213423 | 1 | < 0.1% |
| Other values (3295) | 3295 |
| Value | Count | Frequency (%) |
| 57133.19922 | 1 | |
| 79711.79688 | 1 | |
| 90558.70313 | 1 | |
| 97690.39844 | 1 | |
| 106918 | 1 | |
| 111969.7031 | 1 | |
| 113130 | 1 | |
| 116486.6016 | 1 | |
| 117438.3984 | 1 | |
| 123767.2031 | 1 |
| Value | Count | Frequency (%) |
| 448385312 | 1 | |
| 293090784 | 1 | |
| 291614432 | 1 | |
| 274682208 | 1 | |
| 253832464 | 1 | |
| 163945984 | 1 | |
| 143423024 | 1 | |
| 131373880 | 1 | |
| 114648520 | 1 | |
| 102673696 | 1 |
siteenergyusewn_kbtu
Real number (ℝ)
HIGH CORRELATION
| Distinct | 3304 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5337462.7 |
| Minimum | 58114.199 |
|---|---|
| Maximum | 4.7161386 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 58114.199 |
|---|---|
| 5-th percentile | 549895.8 |
| Q1 | 997020.5 |
| median | 1943594.9 |
| Q3 | 4419299.5 |
| 95-th percentile | 18422123 |
| Maximum | 4.7161386 × 108 |
| Range | 4.7155574 × 108 |
| Interquartile range (IQR) | 3422279 |
Descriptive statistics
| Standard deviation | 16062679 |
|---|---|
| Coefficient of variation (CV) | 3.0094221 |
| Kurtosis | 330.42155 |
| Mean | 5337462.7 |
| Median Absolute Deviation (MAD) | 1139084.5 |
| Skewness | 15.196966 |
| Sum | 1.7640314 × 1010 |
| Variance | 2.5800964 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2127889.25 | 2 | 0.1% |
| 7456910 | 1 | < 0.1% |
| 4653535 | 1 | < 0.1% |
| 909471.875 | 1 | < 0.1% |
| 509741.1875 | 1 | < 0.1% |
| 1355995.25 | 1 | < 0.1% |
| 1439042.25 | 1 | < 0.1% |
| 150167.7969 | 1 | < 0.1% |
| 1386445.375 | 1 | < 0.1% |
| 1519845.5 | 1 | < 0.1% |
| Other values (3294) | 3294 |
| Value | Count | Frequency (%) |
| 58114.19922 | 1 | |
| 79967.89844 | 1 | |
| 90558.70313 | 1 | |
| 98862.89844 | 1 | |
| 109471.7969 | 1 | |
| 116486.6016 | 1 | |
| 116642.5 | 1 | |
| 120610.5 | 1 | |
| 127374 | 1 | |
| 128383.8984 | 1 |
| Value | Count | Frequency (%) |
| 471613856 | 1 | |
| 296671744 | 1 | |
| 295929888 | 1 | |
| 274725984 | 1 | |
| 257764208 | 1 | |
| 167207104 | 1 | |
| 147299056 | 1 | |
| 137106112 | 1 | |
| 123205560 | 1 | |
| 103985264 | 1 |
steam
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| False | |
|---|---|
| True | 126 |
| Value | Count | Frequency (%) |
| False | 3179 | |
| True | 126 | 3.8% |
electricity
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| True | |
|---|---|
| False | 4 |
| Value | Count | Frequency (%) |
| True | 3301 | |
| False | 4 | 0.1% |
naturalgas
Boolean
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 2084 | |
| False | 1221 |
defaultdata
Boolean
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.4 KiB |
| False | |
|---|---|
| True | 110 |
| Value | Count | Frequency (%) |
| False | 3195 | |
| True | 110 | 3.3% |
compliancestatus
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.9 KiB |
| Compliant | |
|---|---|
| Error - Correct Default Data | 110 |
Length
| Max length | 28 |
|---|---|
| Median length | 9 |
| Mean length | 9.6323752 |
| Min length | 9 |
Characters and Unicode
| Total characters | 31835 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Compliant |
|---|---|
| 2nd row | Compliant |
| 3rd row | Compliant |
| 4th row | Compliant |
| 5th row | Compliant |
Common Values
| Value | Count | Frequency (%) |
| Compliant | 3195 | |
| Error - Correct Default Data | 110 | 3.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| compliant | 3195 | |
| error | 110 | 2.9% |
| 110 | 2.9% | |
| correct | 110 | 2.9% |
| default | 110 | 2.9% |
| data | 110 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3525 | |
| t | 3525 | |
| o | 3415 | |
| C | 3305 | |
| l | 3305 | |
| m | 3195 | |
| p | 3195 | |
| i | 3195 | |
| n | 3195 | |
| r | 550 | 1.7% |
| Other values (8) | 1430 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 27650 | |
| Uppercase Letter | 3635 | 11.4% |
| Space Separator | 440 | 1.4% |
| Dash Punctuation | 110 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 3525 | |
| t | 3525 | |
| o | 3415 | |
| l | 3305 | |
| m | 3195 | |
| p | 3195 | |
| i | 3195 | |
| n | 3195 | |
| r | 550 | 2.0% |
| e | 220 | 0.8% |
| Other values (3) | 330 | 1.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3305 | |
| D | 220 | 6.1% |
| E | 110 | 3.0% |
Space Separator
| Value | Count | Frequency (%) |
| 440 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 110 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 31285 | |
| Common | 550 | 1.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 3525 | |
| t | 3525 | |
| o | 3415 | |
| C | 3305 | |
| l | 3305 | |
| m | 3195 | |
| p | 3195 | |
| i | 3195 | |
| n | 3195 | |
| r | 550 | 1.8% |
| Other values (6) | 880 | 2.8% |
Common
| Value | Count | Frequency (%) |
| 440 | ||
| - | 110 | 20.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 31835 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 3525 | |
| t | 3525 | |
| o | 3415 | |
| C | 3305 | |
| l | 3305 | |
| m | 3195 | |
| p | 3195 | |
| i | 3195 | |
| n | 3195 | |
| r | 550 | 1.7% |
| Other values (8) | 1430 |
totalghgemissions
Real number (ℝ)
HIGH CORRELATION SKEWED
| Distinct | 2774 |
|---|---|
| Distinct (%) | 83.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.79804 |
| Minimum | -0.8 |
|---|---|
| Maximum | 16870.98 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | -0.8 |
|---|---|
| 5-th percentile | 3.92 |
| Q1 | 9.66 |
| median | 34.15 |
| Q3 | 93.68 |
| 95-th percentile | 391.494 |
| Maximum | 16870.98 |
| Range | 16871.78 |
| Interquartile range (IQR) | 84.02 |
Descriptive statistics
| Standard deviation | 508.31012 |
|---|---|
| Coefficient of variation (CV) | 4.3520434 |
| Kurtosis | 545.24634 |
| Mean | 116.79804 |
| Median Absolute Deviation (MAD) | 28.02 |
| Skewness | 20.570601 |
| Sum | 386017.51 |
| Variance | 258379.18 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.95 | 7 | 0.2% |
| 4.2 | 6 | 0.2% |
| 5.46 | 5 | 0.2% |
| 9.29 | 5 | 0.2% |
| 4.02 | 5 | 0.2% |
| 4.43 | 5 | 0.2% |
| 5.07 | 5 | 0.2% |
| 3.54 | 5 | 0.2% |
| 4.52 | 5 | 0.2% |
| 6.41 | 5 | 0.2% |
| Other values (2764) | 3252 |
| Value | Count | Frequency (%) |
| -0.8 | 1 | |
| 0 | 2 | |
| 0.4 | 1 | |
| 0.63 | 1 | |
| 0.68 | 1 | |
| 0.75 | 1 | |
| 0.79 | 1 | |
| 0.81 | 1 | |
| 0.82 | 1 | |
| 0.86 | 1 |
| Value | Count | Frequency (%) |
| 16870.98 | 1 | |
| 12307.16 | 1 | |
| 10734.57 | 1 | |
| 8145.52 | 1 | |
| 6330.91 | 1 | |
| 4906.33 | 1 | |
| 3995.45 | 1 | |
| 3768.66 | 1 | |
| 3278.11 | 1 | |
| 3243.48 | 1 |
zipcode
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98116.934 |
| Minimum | 98006 |
|---|---|
| Maximum | 98272 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 98006 |
|---|---|
| 5-th percentile | 98101 |
| Q1 | 98105 |
| median | 98115 |
| Q3 | 98122 |
| 95-th percentile | 98144 |
| Maximum | 98272 |
| Range | 266 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 18.551232 |
|---|---|
| Coefficient of variation (CV) | 0.00018907268 |
| Kurtosis | 10.601832 |
| Mean | 98116.934 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 1.9851626 |
| Sum | 3.2427647 × 108 |
| Variance | 344.1482 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 98109 | 291 | 8.8% |
| 98104 | 245 | 7.4% |
| 98122 | 238 | 7.2% |
| 98101 | 222 | 6.7% |
| 98105 | 185 | 5.6% |
| 98134 | 184 | 5.6% |
| 98121 | 183 | 5.5% |
| 98102 | 167 | 5.1% |
| 98119 | 164 | 5.0% |
| 98103 | 159 | 4.8% |
| Other values (50) | 1267 |
| Value | Count | Frequency (%) |
| 98006 | 1 | |
| 98011 | 1 | |
| 98012 | 1 | |
| 98013 | 2 | |
| 98020 | 1 | |
| 98028 | 1 | |
| 98033 | 1 | |
| 98040 | 1 | |
| 98053 | 1 | |
| 98070 | 1 |
| Value | Count | Frequency (%) |
| 98272 | 1 | < 0.1% |
| 98204 | 1 | < 0.1% |
| 98199 | 69 | |
| 98198 | 1 | < 0.1% |
| 98195 | 8 | 0.2% |
| 98191 | 1 | < 0.1% |
| 98185 | 1 | < 0.1% |
| 98181 | 1 | < 0.1% |
| 98178 | 4 | 0.1% |
| 98177 | 2 | 0.1% |
latitude
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2823 |
|---|---|
| Distinct (%) | 85.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 47.624094 |
| Minimum | 47.49917 |
|---|---|
| Maximum | 47.73387 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 47.49917 |
|---|---|
| 5-th percentile | 47.541566 |
| Q1 | 47.60001 |
| median | 47.61876 |
| Q3 | 47.65718 |
| 95-th percentile | 47.713044 |
| Maximum | 47.73387 |
| Range | 0.2347 |
| Interquartile range (IQR) | 0.05717 |
Descriptive statistics
| Standard deviation | 0.0477716 |
|---|---|
| Coefficient of variation (CV) | 0.0010030973 |
| Kurtosis | -0.14174012 |
| Mean | 47.624094 |
| Median Absolute Deviation (MAD) | 0.02835 |
| Skewness | 0.13879301 |
| Sum | 157397.63 |
| Variance | 0.0022821258 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 47.66246 | 9 | 0.3% |
| 47.61598 | 7 | 0.2% |
| 47.62208 | 6 | 0.2% |
| 47.61543 | 5 | 0.2% |
| 47.52549 | 5 | 0.2% |
| 47.62395 | 5 | 0.2% |
| 47.61048 | 4 | 0.1% |
| 47.5829 | 4 | 0.1% |
| 47.60071 | 4 | 0.1% |
| 47.6239 | 4 | 0.1% |
| Other values (2813) | 3252 |
| Value | Count | Frequency (%) |
| 47.49917 | 1 | |
| 47.50061895 | 1 | |
| 47.50224 | 1 | |
| 47.50959 | 1 | |
| 47.51018 | 1 | |
| 47.51042 | 1 | |
| 47.51098 | 1 | |
| 47.51104 | 1 | |
| 47.51127 | 2 | |
| 47.51138 | 1 |
| Value | Count | Frequency (%) |
| 47.73387 | 1 | |
| 47.73375 | 1 | |
| 47.73368 | 1 | |
| 47.7336 | 1 | |
| 47.73357 | 1 | |
| 47.73351 | 1 | |
| 47.73331 | 1 | |
| 47.73316 | 1 | |
| 47.73315 | 1 | |
| 47.73279 | 1 |
longitude
Real number (ℝ)
| Distinct | 2609 |
|---|---|
| Distinct (%) | 78.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -122.33474 |
| Minimum | -122.41425 |
|---|---|
| Maximum | -122.22097 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3305 |
| Negative (%) | 100.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | -122.41425 |
|---|---|
| 5-th percentile | -122.3865 |
| Q1 | -122.35046 |
| median | -122.33248 |
| Q3 | -122.3195 |
| 95-th percentile | -122.28925 |
| Maximum | -122.22097 |
| Range | 0.1932841 |
| Interquartile range (IQR) | 0.03096 |
Descriptive statistics
| Standard deviation | 0.027141532 |
|---|---|
| Coefficient of variation (CV) | -0.00022186284 |
| Kurtosis | 0.27817438 |
| Mean | -122.33474 |
| Median Absolute Deviation (MAD) | 0.01499 |
| Skewness | -0.13321834 |
| Sum | -404316.31 |
| Variance | 0.00073666278 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -122.29898 | 8 | 0.2% |
| -122.35398 | 7 | 0.2% |
| -122.32468 | 6 | 0.2% |
| -122.33369 | 6 | 0.2% |
| -122.33379 | 5 | 0.2% |
| -122.33064 | 5 | 0.2% |
| -122.32417 | 5 | 0.2% |
| -122.31769 | 5 | 0.2% |
| -122.32592 | 5 | 0.2% |
| -122.32811 | 4 | 0.1% |
| Other values (2599) | 3249 |
| Value | Count | Frequency (%) |
| -122.41425 | 1 | |
| -122.41182 | 1 | |
| -122.41178 | 1 | |
| -122.41169 | 1 | |
| -122.41037 | 1 | |
| -122.41036 | 1 | |
| -122.41031 | 1 | |
| -122.40976 | 1 | |
| -122.40974 | 1 | |
| -122.40901 | 1 |
| Value | Count | Frequency (%) |
| -122.2209659 | 1 | |
| -122.25864 | 1 | |
| -122.26028 | 1 | |
| -122.26034 | 1 | |
| -122.26166 | 2 | |
| -122.26172 | 1 | |
| -122.26177 | 1 | |
| -122.2618 | 1 | |
| -122.26216 | 1 | |
| -122.26223 | 1 |
age
Real number (ℝ)
| Distinct | 113 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.277458 |
| Minimum | 8 |
|---|---|
| Maximum | 123 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 26 |
| median | 48 |
| Q3 | 75 |
| 95-th percentile | 115 |
| Maximum | 123 |
| Range | 115 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 33.045765 |
|---|---|
| Coefficient of variation (CV) | 0.60883036 |
| Kurtosis | -0.86800233 |
| Mean | 54.277458 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.54242952 |
| Sum | 179387 |
| Variance | 1092.0226 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 23 | 70 | 2.1% |
| 9 | 66 | 2.0% |
| 15 | 65 | 2.0% |
| 24 | 63 | 1.9% |
| 55 | 63 | 1.9% |
| 34 | 63 | 1.9% |
| 35 | 60 | 1.8% |
| 22 | 59 | 1.8% |
| 33 | 58 | 1.8% |
| 21 | 58 | 1.8% |
| Other values (103) | 2680 |
| Value | Count | Frequency (%) |
| 8 | 34 | |
| 9 | 66 | |
| 10 | 51 | |
| 11 | 35 | |
| 12 | 15 | 0.5% |
| 13 | 24 | 0.7% |
| 14 | 41 | |
| 15 | 65 | |
| 16 | 42 | |
| 17 | 45 |
| Value | Count | Frequency (%) |
| 123 | 52 | |
| 122 | 8 | 0.2% |
| 121 | 11 | 0.3% |
| 120 | 3 | 0.1% |
| 119 | 14 | 0.4% |
| 118 | 9 | 0.3% |
| 117 | 18 | 0.5% |
| 116 | 31 | |
| 115 | 27 | |
| 114 | 31 |
source_site
Real number (ℝ)
HIGH CORRELATION
| Distinct | 2950 |
|---|---|
| Distinct (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5558499 |
| Minimum | -0.41999998 |
|---|---|
| Maximum | 13.211111 |
| Zeros | 6 |
| Zeros (%) | 0.2% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 25.9 KiB |
Quantile statistics
| Minimum | -0.41999998 |
|---|---|
| 5-th percentile | 1.4618124 |
| Q1 | 2.115583 |
| median | 2.634804 |
| Q3 | 3.1384615 |
| 95-th percentile | 3.1439394 |
| Maximum | 13.211111 |
| Range | 13.631111 |
| Interquartile range (IQR) | 1.0228784 |
Descriptive statistics
| Standard deviation | 0.62889809 |
|---|---|
| Coefficient of variation (CV) | 0.24606221 |
| Kurtosis | 24.340422 |
| Mean | 2.5558499 |
| Median Absolute Deviation (MAD) | 0.50380992 |
| Skewness | 0.92513742 |
| Sum | 8447.084 |
| Variance | 0.39551281 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.142857143 | 7 | 0.2% |
| 0 | 6 | 0.2% |
| 3.140939626 | 5 | 0.2% |
| 3.137184085 | 5 | 0.2% |
| 3.140077609 | 5 | 0.2% |
| 3.136363636 | 5 | 0.2% |
| 3.142276498 | 5 | 0.2% |
| 3.13620076 | 5 | 0.2% |
| 3.1390977 | 5 | 0.2% |
| 3.144654163 | 5 | 0.2% |
| Other values (2940) | 3252 |
| Value | Count | Frequency (%) |
| -0.419999981 | 1 | < 0.1% |
| 0 | 6 | |
| 0.4214285895 | 1 | < 0.1% |
| 1.049797122 | 1 | < 0.1% |
| 1.050158691 | 1 | < 0.1% |
| 1.059027806 | 1 | < 0.1% |
| 1.082949271 | 1 | < 0.1% |
| 1.115999985 | 1 | < 0.1% |
| 1.130331751 | 1 | < 0.1% |
| 1.134883703 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 13.21111111 | 1 | |
| 5.204283195 | 1 | |
| 4.668176647 | 1 | |
| 4.585902864 | 1 | |
| 3.188596464 | 1 | |
| 3.173913192 | 1 | |
| 3.166666667 | 1 | |
| 3.166666645 | 1 | |
| 3.163636295 | 1 | |
| 3.157894843 | 1 |
| councildistrictcode | numberofbuildings | numberoffloors | propertygfatotal | propertygfaparking | propertygfabuilding_s | largestpropertyusetypegfa | energystarscore | siteeui_kbtu_sf | siteeuiwn_kbtu_sf | sourceeui_kbtu_sf | sourceeuiwn_kbtu_sf | siteenergyuse_kbtu | siteenergyusewn_kbtu | totalghgemissions | zipcode | latitude | longitude | age | source_site | buildingtype | primarypropertytype | neighborhood | steam | electricity | naturalgas | defaultdata | compliancestatus | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| councildistrictcode | 1.000 | -0.020 | 0.334 | 0.154 | 0.152 | 0.144 | 0.126 | 0.074 | 0.092 | 0.082 | 0.110 | 0.105 | 0.147 | 0.143 | 0.120 | -0.193 | 0.514 | -0.350 | -0.003 | 0.013 | 0.149 | 0.251 | 0.879 | 0.215 | 0.000 | 0.139 | 0.098 | 0.098 |
| numberofbuildings | -0.020 | 1.000 | -0.025 | 0.064 | 0.004 | 0.063 | 0.079 | 0.036 | 0.002 | 0.002 | -0.004 | -0.004 | 0.052 | 0.053 | 0.045 | 0.016 | 0.051 | 0.038 | -0.038 | -0.010 | 0.183 | 0.201 | 0.036 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| numberoffloors | 0.334 | -0.025 | 1.000 | 0.443 | 0.258 | 0.435 | 0.417 | 0.129 | 0.010 | -0.010 | 0.086 | 0.078 | 0.280 | 0.273 | 0.168 | -0.227 | 0.068 | -0.115 | -0.293 | 0.130 | 0.264 | 0.278 | 0.140 | 0.296 | 0.000 | 0.044 | 0.000 | 0.000 |
| propertygfatotal | 0.154 | 0.064 | 0.443 | 1.000 | 0.345 | 0.983 | 0.929 | 0.083 | 0.186 | 0.170 | 0.211 | 0.198 | 0.766 | 0.763 | 0.581 | -0.091 | -0.056 | -0.022 | -0.315 | -0.031 | 0.126 | 0.194 | 0.066 | 0.203 | 0.000 | 0.090 | 0.000 | 0.000 |
| propertygfaparking | 0.152 | 0.004 | 0.258 | 0.345 | 1.000 | 0.221 | 0.272 | 0.013 | 0.195 | 0.181 | 0.243 | 0.235 | 0.302 | 0.297 | 0.205 | -0.125 | 0.018 | -0.050 | -0.240 | 0.063 | 0.052 | 0.154 | 0.060 | 0.083 | 0.000 | 0.010 | 0.000 | 0.000 |
| propertygfabuilding_s | 0.144 | 0.063 | 0.435 | 0.983 | 0.221 | 1.000 | 0.928 | 0.084 | 0.162 | 0.148 | 0.180 | 0.168 | 0.752 | 0.749 | 0.577 | -0.078 | -0.065 | -0.017 | -0.286 | -0.042 | 0.129 | 0.192 | 0.063 | 0.230 | 0.000 | 0.088 | 0.000 | 0.000 |
| largestpropertyusetypegfa | 0.126 | 0.079 | 0.417 | 0.929 | 0.272 | 0.928 | 1.000 | 0.094 | 0.121 | 0.109 | 0.128 | 0.117 | 0.732 | 0.731 | 0.568 | -0.053 | -0.048 | -0.012 | -0.293 | -0.043 | 0.119 | 0.197 | 0.064 | 0.225 | 0.000 | 0.094 | 0.000 | 0.000 |
| energystarscore | 0.074 | 0.036 | 0.129 | 0.083 | 0.013 | 0.084 | 0.094 | 1.000 | -0.447 | -0.450 | -0.515 | -0.527 | -0.175 | -0.176 | -0.100 | -0.003 | 0.085 | -0.034 | -0.082 | -0.019 | 0.119 | 0.121 | 0.056 | 0.014 | 0.000 | 0.101 | 0.111 | 0.111 |
| siteeui_kbtu_sf | 0.092 | 0.002 | 0.010 | 0.186 | 0.195 | 0.162 | 0.121 | -0.447 | 1.000 | 0.997 | 0.867 | 0.875 | 0.702 | 0.704 | 0.710 | -0.128 | -0.082 | 0.043 | 0.066 | -0.403 | 0.133 | 0.279 | 0.056 | 0.122 | 0.087 | 0.153 | 0.050 | 0.050 |
| siteeuiwn_kbtu_sf | 0.082 | 0.002 | -0.010 | 0.170 | 0.181 | 0.148 | 0.109 | -0.450 | 0.997 | 1.000 | 0.846 | 0.858 | 0.691 | 0.695 | 0.716 | -0.126 | -0.084 | 0.045 | 0.088 | -0.434 | 0.138 | 0.271 | 0.055 | 0.121 | 0.083 | 0.175 | 0.057 | 0.057 |
| sourceeui_kbtu_sf | 0.110 | -0.004 | 0.086 | 0.211 | 0.243 | 0.180 | 0.128 | -0.515 | 0.867 | 0.846 | 1.000 | 0.998 | 0.629 | 0.620 | 0.461 | -0.105 | -0.051 | 0.027 | -0.060 | 0.022 | 0.113 | 0.245 | 0.027 | 0.039 | 0.000 | 0.070 | 0.025 | 0.025 |
| sourceeuiwn_kbtu_sf | 0.105 | -0.004 | 0.078 | 0.198 | 0.235 | 0.168 | 0.117 | -0.527 | 0.875 | 0.858 | 0.998 | 1.000 | 0.623 | 0.616 | 0.464 | -0.106 | -0.051 | 0.029 | -0.040 | 0.008 | 0.116 | 0.256 | 0.016 | 0.040 | 0.000 | 0.069 | 0.028 | 0.028 |
| siteenergyuse_kbtu | 0.147 | 0.052 | 0.280 | 0.766 | 0.302 | 0.752 | 0.732 | -0.175 | 0.702 | 0.691 | 0.629 | 0.623 | 1.000 | 0.999 | 0.877 | -0.118 | -0.094 | 0.019 | -0.160 | -0.294 | 0.135 | 0.290 | 0.042 | 0.197 | 0.000 | 0.045 | 0.000 | 0.000 |
| siteenergyusewn_kbtu | 0.143 | 0.053 | 0.273 | 0.763 | 0.297 | 0.749 | 0.731 | -0.176 | 0.704 | 0.695 | 0.620 | 0.616 | 0.999 | 1.000 | 0.887 | -0.118 | -0.096 | 0.020 | -0.150 | -0.313 | 0.142 | 0.299 | 0.041 | 0.213 | 0.000 | 0.047 | 0.000 | 0.000 |
| totalghgemissions | 0.120 | 0.045 | 0.168 | 0.581 | 0.205 | 0.577 | 0.568 | -0.100 | 0.710 | 0.716 | 0.461 | 0.464 | 0.877 | 0.887 | 1.000 | -0.128 | -0.112 | 0.027 | -0.025 | -0.664 | 0.116 | 0.267 | 0.000 | 0.181 | 0.000 | 0.036 | 0.000 | 0.000 |
| zipcode | -0.193 | 0.016 | -0.227 | -0.091 | -0.125 | -0.078 | -0.053 | -0.003 | -0.128 | -0.126 | -0.105 | -0.106 | -0.118 | -0.118 | -0.128 | 1.000 | -0.048 | 0.007 | -0.089 | 0.062 | 0.053 | 0.074 | 0.255 | 0.147 | 0.000 | 0.086 | 0.064 | 0.064 |
| latitude | 0.514 | 0.051 | 0.068 | -0.056 | 0.018 | -0.065 | -0.048 | 0.085 | -0.082 | -0.084 | -0.051 | -0.051 | -0.094 | -0.096 | -0.112 | -0.048 | 1.000 | -0.028 | -0.136 | 0.083 | 0.153 | 0.215 | 0.590 | 0.302 | 0.000 | 0.154 | 0.142 | 0.142 |
| longitude | -0.350 | 0.038 | -0.115 | -0.022 | -0.050 | -0.017 | -0.012 | -0.034 | 0.043 | 0.045 | 0.027 | 0.029 | 0.019 | 0.020 | 0.027 | 0.007 | -0.028 | 1.000 | 0.050 | -0.046 | 0.127 | 0.147 | 0.489 | 0.167 | 0.000 | 0.065 | 0.199 | 0.199 |
| age | -0.003 | -0.038 | -0.293 | -0.315 | -0.240 | -0.286 | -0.293 | -0.082 | 0.066 | 0.088 | -0.060 | -0.040 | -0.160 | -0.150 | -0.025 | -0.089 | -0.136 | 0.050 | 1.000 | -0.199 | 0.159 | 0.188 | 0.178 | 0.151 | 0.000 | 0.341 | 0.047 | 0.047 |
| source_site | 0.013 | -0.010 | 0.130 | -0.031 | 0.063 | -0.042 | -0.043 | -0.019 | -0.403 | -0.434 | 0.022 | 0.008 | -0.294 | -0.313 | -0.664 | 0.062 | 0.083 | -0.046 | -0.199 | 1.000 | 0.076 | 0.154 | 0.051 | 0.086 | 0.528 | 0.527 | 0.074 | 0.074 |
| buildingtype | 0.149 | 0.183 | 0.264 | 0.126 | 0.052 | 0.129 | 0.119 | 0.119 | 0.133 | 0.138 | 0.113 | 0.116 | 0.135 | 0.142 | 0.116 | 0.053 | 0.153 | 0.127 | 0.159 | 0.076 | 1.000 | 0.729 | 0.199 | 0.193 | 0.000 | 0.291 | 0.757 | 0.757 |
| primarypropertytype | 0.251 | 0.201 | 0.278 | 0.194 | 0.154 | 0.192 | 0.197 | 0.121 | 0.279 | 0.271 | 0.245 | 0.256 | 0.290 | 0.299 | 0.267 | 0.074 | 0.215 | 0.147 | 0.188 | 0.154 | 0.729 | 1.000 | 0.243 | 0.291 | 0.142 | 0.356 | 0.632 | 0.632 |
| neighborhood | 0.879 | 0.036 | 0.140 | 0.066 | 0.060 | 0.063 | 0.064 | 0.056 | 0.056 | 0.055 | 0.027 | 0.016 | 0.042 | 0.041 | 0.000 | 0.255 | 0.590 | 0.489 | 0.178 | 0.051 | 0.199 | 0.243 | 1.000 | 0.288 | 0.000 | 0.158 | 0.150 | 0.150 |
| steam | 0.215 | 0.000 | 0.296 | 0.203 | 0.083 | 0.230 | 0.225 | 0.014 | 0.122 | 0.121 | 0.039 | 0.040 | 0.197 | 0.213 | 0.181 | 0.147 | 0.302 | 0.167 | 0.151 | 0.086 | 0.193 | 0.291 | 0.288 | 1.000 | 0.000 | 0.000 | 0.016 | 0.016 |
| electricity | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.087 | 0.083 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.528 | 0.000 | 0.142 | 0.000 | 0.000 | 1.000 | 0.006 | 0.000 | 0.000 |
| naturalgas | 0.139 | 0.000 | 0.044 | 0.090 | 0.010 | 0.088 | 0.094 | 0.101 | 0.153 | 0.175 | 0.070 | 0.069 | 0.045 | 0.047 | 0.036 | 0.086 | 0.154 | 0.065 | 0.341 | 0.527 | 0.291 | 0.356 | 0.158 | 0.000 | 0.006 | 1.000 | 0.035 | 0.035 |
| defaultdata | 0.098 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 | 0.050 | 0.057 | 0.025 | 0.028 | 0.000 | 0.000 | 0.000 | 0.064 | 0.142 | 0.199 | 0.047 | 0.074 | 0.757 | 0.632 | 0.150 | 0.016 | 0.000 | 0.035 | 1.000 | 0.995 |
| compliancestatus | 0.098 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.111 | 0.050 | 0.057 | 0.025 | 0.028 | 0.000 | 0.000 | 0.000 | 0.064 | 0.142 | 0.199 | 0.047 | 0.074 | 0.757 | 0.632 | 0.150 | 0.016 | 0.000 | 0.035 | 0.995 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| buildingtype | primarypropertytype | taxparcelidentificationnumber | councildistrictcode | neighborhood | numberofbuildings | numberoffloors | propertygfatotal | propertygfaparking | propertygfabuilding_s | listofallpropertyusetypes | largestpropertyusetype | largestpropertyusetypegfa | energystarscore | siteeui_kbtu_sf | siteeuiwn_kbtu_sf | sourceeui_kbtu_sf | sourceeuiwn_kbtu_sf | siteenergyuse_kbtu | siteenergyusewn_kbtu | steam | electricity | naturalgas | defaultdata | compliancestatus | totalghgemissions | zipcode | latitude | longitude | age | source_site | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | NonResidential | Hotel | 0659000030 | 7 | DOWNTOWN | 1 | 12 | 88434 | 0 | 88434 | Hotel | Hotel | 88434.0 | 60.0 | 81.699997 | 84.300003 | 182.500000 | 189.000000 | 7226362.5 | 7456910.0 | True | True | True | False | Compliant | 249.98 | 98101.0 | 47.61220 | -122.33799 | 96 | 2.241993 |
| 1 | NonResidential | Hotel | 0659000220 | 7 | DOWNTOWN | 1 | 11 | 103566 | 15064 | 88502 | Hotel, Parking, Restaurant | Hotel | 83880.0 | 61.0 | 94.800003 | 97.900002 | 176.100006 | 179.399994 | 8387933.0 | 8664479.0 | False | True | True | False | Compliant | 295.86 | 98101.0 | 47.61317 | -122.33393 | 27 | 1.832482 |
| 2 | NonResidential | Hotel | 0659000475 | 7 | DOWNTOWN | 1 | 41 | 956110 | 196718 | 759392 | Hotel | Hotel | 756493.0 | 43.0 | 96.000000 | 97.699997 | 241.899994 | 244.100006 | 72587024.0 | 73937112.0 | True | True | True | False | Compliant | 2089.28 | 98101.0 | 47.61393 | -122.33810 | 54 | 2.498465 |
| 3 | NonResidential | Hotel | 0659000640 | 7 | DOWNTOWN | 1 | 10 | 61320 | 0 | 61320 | Hotel | Hotel | 61320.0 | 56.0 | 110.800003 | 113.300003 | 216.199997 | 224.000000 | 6794584.0 | 6946800.5 | True | True | True | False | Compliant | 286.43 | 98101.0 | 47.61412 | -122.33664 | 97 | 1.977052 |
| 4 | NonResidential | Hotel | 0659000970 | 7 | DOWNTOWN | 1 | 18 | 175580 | 62000 | 113580 | Hotel, Parking, Swimming Pool | Hotel | 123445.0 | 75.0 | 114.800003 | 118.699997 | 211.399994 | 215.600006 | 14172606.0 | 14656503.0 | False | True | True | False | Compliant | 505.01 | 98121.0 | 47.61375 | -122.34047 | 43 | 1.816344 |
| 5 | Nonresidential COS | Other | 0660000560 | 7 | DOWNTOWN | 1 | 2 | 97288 | 37198 | 60090 | Police Station | Police Station | 88830.0 | NaN | 136.100006 | 141.600006 | 316.299988 | 320.500000 | 12086616.0 | 12581712.0 | False | True | True | False | Compliant | 301.81 | 98101.0 | 47.61623 | -122.33657 | 24 | 2.263418 |
| 6 | NonResidential | Hotel | 0660000825 | 7 | DOWNTOWN | 1 | 11 | 83008 | 0 | 83008 | Hotel | Hotel | 81352.0 | 27.0 | 70.800003 | 74.500000 | 146.600006 | 154.699997 | 5758795.0 | 6062767.5 | False | True | True | False | Compliant | 176.14 | 98101.0 | 47.61390 | -122.33283 | 97 | 2.076510 |
| 7 | NonResidential | Other | 0660000955 | 7 | DOWNTOWN | 1 | 8 | 102761 | 0 | 102761 | Other - Entertainment/Public Assembly | Other - Entertainment/Public Assembly | 102761.0 | NaN | 61.299999 | 68.800003 | 141.699997 | 152.300003 | 6298131.5 | 7067881.5 | True | True | True | False | Compliant | 221.51 | 98101.0 | 47.61327 | -122.33136 | 97 | 2.213663 |
| 8 | NonResidential | Hotel | 0939000080 | 7 | DOWNTOWN | 1 | 15 | 163984 | 0 | 163984 | Hotel | Hotel | 163984.0 | 43.0 | 83.699997 | 86.599998 | 180.899994 | 187.199997 | 13723820.0 | 14194054.0 | False | True | True | False | Compliant | 392.16 | 98104.0 | 47.60294 | -122.33263 | 119 | 2.161663 |
| 9 | Multifamily MR (5-9) | Mid-Rise Multifamily | 0939000105 | 7 | DOWNTOWN | 1 | 6 | 63712 | 1496 | 62216 | Multifamily Housing | Multifamily Housing | 56132.0 | 1.0 | 81.500000 | 85.599998 | 182.699997 | 187.399994 | 4573777.0 | 4807679.5 | True | True | True | False | Compliant | 151.12 | 98104.0 | 47.60284 | -122.33184 | 113 | 2.189252 |
| buildingtype | primarypropertytype | taxparcelidentificationnumber | councildistrictcode | neighborhood | numberofbuildings | numberoffloors | propertygfatotal | propertygfaparking | propertygfabuilding_s | listofallpropertyusetypes | largestpropertyusetype | largestpropertyusetypegfa | energystarscore | siteeui_kbtu_sf | siteeuiwn_kbtu_sf | sourceeui_kbtu_sf | sourceeuiwn_kbtu_sf | siteenergyuse_kbtu | siteenergyusewn_kbtu | steam | electricity | naturalgas | defaultdata | compliancestatus | totalghgemissions | zipcode | latitude | longitude | age | source_site | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3295 | Nonresidential COS | Office | 2425039137 | 7 | MAGNOLIA / QUEEN ANNE | 1 | 1 | 13661 | 0 | 13661 | Office | Office | 13661.0 | 75.0 | 36.799999 | 40.900002 | 115.500000 | 128.399994 | 5.026677e+05 | 5.585251e+05 | False | True | False | True | Error - Correct Default Data | 3.50 | 98119.2 | 47.63572 | -122.37525 | 71 | 3.139364 |
| 3296 | Nonresidential COS | Other | 2925049087 | 3 | EAST | 1 | 1 | 23445 | 0 | 23445 | Other - Recreation | Other - Recreation | 23445.0 | NaN | 254.899994 | 286.500000 | 380.100006 | 413.200012 | 5.976246e+06 | 6.716330e+06 | False | True | True | False | Compliant | 259.22 | 98106.0 | 47.63228 | -122.31574 | 111 | 1.442234 |
| 3297 | Nonresidential COS | Mixed Use Property | 7544800245 | 3 | CENTRAL | 1 | 1 | 20050 | 0 | 20050 | Fitness Center/Health Club/Gym, Office, Other - Recreation, Other - Technology/Science | Other - Recreation | 8108.0 | NaN | 90.400002 | 99.400002 | 175.199997 | 184.600006 | 1.813404e+06 | 1.993137e+06 | False | True | True | False | Compliant | 60.81 | 98126.4 | 47.60775 | -122.30225 | 29 | 1.857143 |
| 3298 | Nonresidential COS | Office | 4154300585 | 2 | SOUTHEAST | 1 | 1 | 15398 | 0 | 15398 | Office | Office | 15398.0 | 93.0 | 25.200001 | 26.900000 | 64.099998 | 66.699997 | 3.878100e+05 | 4.141724e+05 | False | True | True | True | Error - Correct Default Data | 7.79 | 98120.6 | 47.56440 | -122.27813 | 63 | 2.479554 |
| 3299 | Nonresidential COS | Other | 2524039059 | 1 | DELRIDGE | 1 | 1 | 18261 | 0 | 18261 | Other - Recreation | Other - Recreation | 18261.0 | NaN | 51.000000 | 56.200001 | 126.000000 | 136.600006 | 9.320821e+05 | 1.025432e+06 | False | True | True | False | Compliant | 20.33 | 98126.0 | 47.54067 | -122.37441 | 41 | 2.430605 |
| 3300 | Nonresidential COS | Office | 1624049080 | 2 | GREATER DUWAMISH | 1 | 1 | 12294 | 0 | 12294 | Office | Office | 12294.0 | 46.0 | 69.099998 | 76.699997 | 161.699997 | 176.100006 | 8.497457e+05 | 9.430032e+05 | False | True | True | True | Error - Correct Default Data | 20.94 | 98126.0 | 47.56722 | -122.31154 | 33 | 2.295958 |
| 3301 | Nonresidential COS | Other | 3558300000 | 2 | DOWNTOWN | 1 | 1 | 16000 | 0 | 16000 | Other - Recreation | Other - Recreation | 16000.0 | NaN | 59.400002 | 65.900002 | 114.199997 | 118.900002 | 9.502762e+05 | 1.053706e+06 | False | True | True | False | Compliant | 32.17 | 98113.0 | 47.59625 | -122.32283 | 19 | 1.804249 |
| 3302 | Nonresidential COS | Other | 1794501150 | 7 | MAGNOLIA / QUEEN ANNE | 1 | 1 | 13157 | 0 | 13157 | Fitness Center/Health Club/Gym, Other - Recreation, Swimming Pool | Other - Recreation | 7583.0 | NaN | 438.200012 | 460.100006 | 744.799988 | 767.799988 | 5.765898e+06 | 6.053764e+06 | False | True | True | False | Compliant | 223.54 | 98112.0 | 47.63644 | -122.35784 | 49 | 1.668768 |
| 3303 | Nonresidential COS | Mixed Use Property | 7883603155 | 1 | GREATER DUWAMISH | 1 | 1 | 14101 | 0 | 14101 | Fitness Center/Health Club/Gym, Food Service, Office, Other - Recreation, Pre-school/Daycare | Other - Recreation | 6601.0 | NaN | 51.000000 | 55.500000 | 105.300003 | 110.800003 | 7.194712e+05 | 7.828413e+05 | False | True | True | False | Compliant | 22.11 | 98108.0 | 47.52832 | -122.32431 | 34 | 1.996396 |
| 3304 | Nonresidential COS | Mixed Use Property | 7857002030 | 2 | GREATER DUWAMISH | 1 | 1 | 18258 | 0 | 18258 | Fitness Center/Health Club/Gym, Food Service, Office, Other - Recreation, Pre-school/Daycare | Other - Recreation | 8271.0 | NaN | 63.099998 | 70.900002 | 115.800003 | 123.900002 | 1.152896e+06 | 1.293722e+06 | False | True | True | False | Compliant | 41.27 | 98118.7 | 47.53939 | -122.29536 | 85 | 1.747532 |